{"id":"W7100366702","doi":"","title":"Atypical ductal hyperplasia: interobserver and intraobserver variability, Modern Pathology: An Official Journal of the United States and Canadian Academy of Pathology","year":2015,"lang":"en","type":"article","venue":"","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Ductal carcinoma; Hyperplasia; Atypical hyperplasia; Surgical pathology; Anatomical pathology; H&E stain; Carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06341308,0.0004446083,0.0008881984,0.003055216,0.0008919261,0.001168383,0.0008284256,0.0008321234,0.0005811836],"category_scores_gemma":[0.06648852,0.0005807121,0.0006375384,0.001602547,0.001778708,0.0008745111,0.001482106,0.0005887092,0.0003895391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922508,"about_ca_system_score_gemma":0.0007070791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386417,"about_ca_topic_score_gemma":0.008598316,"domain_scores_codex":[0.947576,0.02842753,0.006254714,0.004519043,0.01261102,0.000611702],"domain_scores_gemma":[0.9067373,0.05650822,0.0100787,0.009570653,0.01584249,0.001262655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007700768,0.0001168706,0.8638962,0.0005843147,0.00124933,0.0003706707,0.002275323,0.0009756534,0.0150786,0.0003928834,0.001485143,0.112805],"study_design_scores_gemma":[0.00003378804,0.0003560592,0.9741558,0.0001316574,0.0004441654,0.003371016,0.0008110806,0.007150884,0.008634065,0.001055341,0.003762893,0.00009319788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229558,0.02493858,0.04537275,0.0005367752,0.0005352257,0.0003141218,0.0003127989,0.000329982,0.004703874],"genre_scores_gemma":[0.9838139,0.0008239241,0.01418641,0.00009985243,0.0001311196,0.00008635618,0.0001684537,0.0000744951,0.0006156382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06341308,"threshold_uncertainty_score":0.3353645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200869571016701,"score_gpt":0.2740080022410309,"score_spread":0.2319993065308639,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}